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- Publications
- Influence
A Probabilistic Theory of Pattern Recognition
- L. Devroye, L. Györfi, G. Lugosi
- Mathematics, Computer Science
- Stochastic Modelling and Applied Probability
- 1996
Preface * Introduction * The Bayes Error * Inequalities and alternatedistance measures * Linear discrimination * Nearest neighbor rules *Consistency * Slow rates of convergence Error estimation * The… Expand
Non-Uniform Random Variate Generation
- L. Devroye
- Mathematics
- 16 April 1986
This is a survey of the main methods in non-uniform random variate generation, and highlights recent research on the subject. Classical paradigms such as inversion, rejection, guide tables, and… Expand
Combinatorial methods in density estimation
- L. Devroye, G. Lugosi
- Mathematics, Computer Science
- Springer series in statistics
- 2001
TLDR
Nonparametric Density Estimation
- L. Devroye
- Computer Science
- 1985
TLDR
Consistency of Random Forests and Other Averaging Classifiers
- G. Biau, L. Devroye, G. Lugosi
- Mathematics, Computer Science
- J. Mach. Learn. Res.
- 1 June 2008
TLDR
A note on the height of binary search trees
- L. Devroye
- Mathematics, Computer Science
- JACM
- 1 May 1986
TLDR
On the Almost Everywhere Convergence of Nonparametric Regression Function Estimates
- L. Devroye
- Mathematics
- 1 November 1981
Let (X, Y), (X1, Y1), .•, (X,, Yn ) be independent identically distributed random vectors from R dxR, and let E(I Y 1 p) < oo for some p > 1 . We wish to estimate the regression function m(x) = E(Y I… Expand
Nonparametric density estimation : the L[1] view
- L. Devroye, L. Györfi
- Mathematics
- 1 March 1987
Differentiation of Integrals Consistency Lower Bounds for Rates of Convergence Rates of Convergence in L1 The Automatic Kernel Estimate: L1 and Pointwise Convergence Estimates Related to the Kernel… Expand
A simple algorithm for generating random variates with a log-concave density
- L. Devroye
- Mathematics, Computer Science
- Computing
- 1 September 1984
TLDR